Classification of leaf type using artificial neural networks
| dc.contributor.author | Yasar, Ali | |
| dc.contributor.author | Saritas, Ismail | |
| dc.contributor.author | Sahman, M. Akif | |
| dc.contributor.author | Dundar, A. Oktay | |
| dc.date.accessioned | 2020-03-26T18:59:42Z | |
| dc.date.available | 2020-03-26T18:59:42Z | |
| dc.date.issued | 2015 | |
| dc.department | Selçuk Üniversitesi, Güneysınır Meslek Yüksekokulu, Bilgisayar Teknolojileri Bölümü | en_US |
| dc.description.abstract | A number of shape features for automatic plant recognition based on digital image processing have been proposed by Pauwels et al. in 2009. Then Silva et al in 2014 have presented database comprises 40 different plant species. We performed in our study a classification process using dataset and artificial neural networks which have been prepared by Silva and et al. It has been determined that classification accuracy is over 92%. | en_US |
| dc.identifier.citation | Yasar, A., Saritas, I., Sahman, M. A., Dundar, A. O. (2015). Classification of Leaf Type Using Artificial Neural Networks. International Journal of Intelligent Systems and Applications in Engineering, 3(4), 136-139. | |
| dc.identifier.endpage | 139 | en_US |
| dc.identifier.issn | 2147-6799 | en_US |
| dc.identifier.issn | 2147-6799 | en_US |
| dc.identifier.issue | 4 | en_US |
| dc.identifier.startpage | 136 | en_US |
| dc.identifier.uri | http://www.trdizin.gov.tr/publication/paper/detail/TVRrek1ETXdNQT09 | |
| dc.identifier.uri | https://hdl.handle.net/20.500.12395/31597 | |
| dc.identifier.volume | 3 | en_US |
| dc.indekslendigikaynak | TR-Dizin | en_US |
| dc.institutionauthor | Yasar, Ali | |
| dc.institutionauthor | Saritas, Ismail | |
| dc.institutionauthor | Sahman, M. Akif | |
| dc.institutionauthor | Dundar, A. Oktay | |
| dc.language.iso | en | en_US |
| dc.relation.ispartof | International Journal of Intelligent Systems and Applications in Engineering | en_US |
| dc.relation.publicationcategory | Makale - Ulusal Hakemli Dergi - Kurum Öğretim Elemanı | en_US |
| dc.rights | info:eu-repo/semantics/openAccess | en_US |
| dc.selcuk | 20240510_oaig | en_US |
| dc.subject | Artificial Neural Network | en_US |
| dc.subject | Leaf Dataset | en_US |
| dc.subject | ANN | |
| dc.subject | Levenberg-Marquardt | |
| dc.title | Classification of leaf type using artificial neural networks | en_US |
| dc.type | Article | en_US |
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